An effective matching algorithm with adaptive tie-breaking strategy for online food delivery problem

J Chen, L Wang, S Wang, X Wang, H Ren - Complex & Intelligent Systems, 2022 - Springer
With the prosperity of e-commerce, ordering food online has become increasingly prevalent
nowadays. Derived from the dispatching problem in Meituan, a real online food delivery …

Evolutionary neural network for learning of scalable heuristics for pickup and delivery problems with time windows

S Jun, S Lee - Computers & Industrial Engineering, 2022 - Elsevier
In this paper, we address the pickup and delivery problem with time windows (PDP-TW) and
heterogenous vehicles for minimisation of total tardiness by learning heuristics from a given …

Online stochastic planning for taxi and ridesharing

C Manna, S Prestwich - 2014 IEEE 26th international …, 2014 - ieeexplore.ieee.org
In this paper we consider the problem of on-line stochastic ride-sharing and taxi-sharing with
time windows. We study a scenario in which people needing a taxi, or a ride, assign their …

Fairness and Efficiency in Social Vehicle Routing Problems

M Aleksandrov - Transportation Research Procedia, 2025 - Elsevier
Abstract We define Social Vehicle Routing Problems (SVRPs), where preferences of drivers
and vehicles, feasibility constraints between vehicles and requests, and network metrics …

[PDF][PDF] Fairness for Drivers with Additive Profits in Emerging Vehicle Routing Problems.

M Aleksandrov - AAAI Spring Symposium: HFIF, 2022 - martofena.github.io
We consider semi-decentralised fair divisions in the context of emerging VRPs, where not
just the preferences of drivers play a crucial role, but also the feasibilities of their vehicles …

A Deep Reinforcement Learning Approach for Solving the Pickup and Delivery Problem with Drones and Time Windows

F Lu, N Chen, B Ling - Available at SSRN 4684209 - papers.ssrn.com
As modern logistics enterprises seek new ways to meet complex customer demands,
Unmanned Aerial Vehicles (UAVs) have become a popular topic both in academic …

[PDF][PDF] Online Fair Division Redux.

M Aleksandrov - IJCAI, 2016 - martofena.github.io
Hunger is a major problem worldwide. Food banks around the globe combine forces with
various welfare agencies towards alleviating the hunger by assisting people in need. For …

[PDF][PDF] Online Fair Division with Indivisible Items

M Aleksandrov - 2018 - martofena.github.io
School: Computer Science and Engineering Faculty: Engineering Title: Online fair division with
indivisible items (Offline) Fair Page 1 THE UNIVERSITY OF NEW SOUTH WALES …